KR102017087B1 - 인공지능으로 이상 상태를 감지하는 장치 및 방법 - Google Patents

인공지능으로 이상 상태를 감지하는 장치 및 방법 Download PDF

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Publication number
KR102017087B1
KR102017087B1 KR1020180049353A KR20180049353A KR102017087B1 KR 102017087 B1 KR102017087 B1 KR 102017087B1 KR 1020180049353 A KR1020180049353 A KR 1020180049353A KR 20180049353 A KR20180049353 A KR 20180049353A KR 102017087 B1 KR102017087 B1 KR 102017087B1
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KR
South Korea
Prior art keywords
information
abnormal state
sensing
refrigerator
cloud server
Prior art date
Application number
KR1020180049353A
Other languages
English (en)
Korean (ko)
Inventor
정진훈
권용환
차은호
Original Assignee
엘지전자 주식회사
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by 엘지전자 주식회사 filed Critical 엘지전자 주식회사
Priority to KR1020180049353A priority Critical patent/KR102017087B1/ko
Priority to EP19170845.2A priority patent/EP3599437B1/en
Priority to CN201910332389.2A priority patent/CN110428262B/zh
Priority to ES19170845T priority patent/ES2897210T3/es
Priority to US16/397,359 priority patent/US11391510B2/en
Application granted granted Critical
Publication of KR102017087B1 publication Critical patent/KR102017087B1/ko
Priority to US17/861,514 priority patent/US20220341659A1/en

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    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L12/00—Data switching networks
    • H04L12/28—Data switching networks characterised by path configuration, e.g. LAN [Local Area Networks] or WAN [Wide Area Networks]
    • H04L12/2803—Home automation networks
    • H04L12/2823—Reporting information sensed by appliance or service execution status of appliance services in a home automation network
    • H04L12/2825—Reporting to a device located outside the home and the home network
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F25—REFRIGERATION OR COOLING; COMBINED HEATING AND REFRIGERATION SYSTEMS; HEAT PUMP SYSTEMS; MANUFACTURE OR STORAGE OF ICE; LIQUEFACTION SOLIDIFICATION OF GASES
    • F25D—REFRIGERATORS; COLD ROOMS; ICE-BOXES; COOLING OR FREEZING APPARATUS NOT OTHERWISE PROVIDED FOR
    • F25D29/00—Arrangement or mounting of control or safety devices
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F25—REFRIGERATION OR COOLING; COMBINED HEATING AND REFRIGERATION SYSTEMS; HEAT PUMP SYSTEMS; MANUFACTURE OR STORAGE OF ICE; LIQUEFACTION SOLIDIFICATION OF GASES
    • F25D—REFRIGERATORS; COLD ROOMS; ICE-BOXES; COOLING OR FREEZING APPARATUS NOT OTHERWISE PROVIDED FOR
    • F25D29/00—Arrangement or mounting of control or safety devices
    • F25D29/005—Mounting of control devices
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F25—REFRIGERATION OR COOLING; COMBINED HEATING AND REFRIGERATION SYSTEMS; HEAT PUMP SYSTEMS; MANUFACTURE OR STORAGE OF ICE; LIQUEFACTION SOLIDIFICATION OF GASES
    • F25D—REFRIGERATORS; COLD ROOMS; ICE-BOXES; COOLING OR FREEZING APPARATUS NOT OTHERWISE PROVIDED FOR
    • F25D29/00—Arrangement or mounting of control or safety devices
    • F25D29/006—Safety devices
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F25—REFRIGERATION OR COOLING; COMBINED HEATING AND REFRIGERATION SYSTEMS; HEAT PUMP SYSTEMS; MANUFACTURE OR STORAGE OF ICE; LIQUEFACTION SOLIDIFICATION OF GASES
    • F25D—REFRIGERATORS; COLD ROOMS; ICE-BOXES; COOLING OR FREEZING APPARATUS NOT OTHERWISE PROVIDED FOR
    • F25D29/00—Arrangement or mounting of control or safety devices
    • F25D29/008—Alarm devices
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00—Commerce
    • G06Q30/01—Customer relationship services
    • G06Q30/015—Providing customer assistance, e.g. assisting a customer within a business location or via helpdesk
    • G06Q30/016—After-sales
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
    • G06Q50/10—Services
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
    • G06Q50/30—Transportation; Communications
    • G06Q50/40—
    • G—PHYSICS
    • G08—SIGNALLING
    • G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B21/00—Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
    • G08B21/18—Status alarms
    • G08B21/182—Level alarms, e.g. alarms responsive to variables exceeding a threshold
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L12/00—Data switching networks
    • H04L12/28—Data switching networks characterised by path configuration, e.g. LAN [Local Area Networks] or WAN [Wide Area Networks]
    • H04L12/2803—Home automation networks
    • H04L12/2823—Reporting information sensed by appliance or service execution status of appliance services in a home automation network
    • H04L12/2827—Reporting to a device within the home network; wherein the reception of the information reported automatically triggers the execution of a home appliance functionality
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F25—REFRIGERATION OR COOLING; COMBINED HEATING AND REFRIGERATION SYSTEMS; HEAT PUMP SYSTEMS; MANUFACTURE OR STORAGE OF ICE; LIQUEFACTION SOLIDIFICATION OF GASES
    • F25C—PRODUCING, WORKING OR HANDLING ICE
    • F25C2400/00—Auxiliary features or devices for producing, working or handling ice
    • F25C2400/06—Multiple ice moulds or trays therefor
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F25—REFRIGERATION OR COOLING; COMBINED HEATING AND REFRIGERATION SYSTEMS; HEAT PUMP SYSTEMS; MANUFACTURE OR STORAGE OF ICE; LIQUEFACTION SOLIDIFICATION OF GASES
    • F25D—REFRIGERATORS; COLD ROOMS; ICE-BOXES; COOLING OR FREEZING APPARATUS NOT OTHERWISE PROVIDED FOR
    • F25D2400/00—General features of, or devices for refrigerators, cold rooms, ice-boxes, or for cooling or freezing apparatus not covered by any other subclass
    • F25D2400/36—Visual displays
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F25—REFRIGERATION OR COOLING; COMBINED HEATING AND REFRIGERATION SYSTEMS; HEAT PUMP SYSTEMS; MANUFACTURE OR STORAGE OF ICE; LIQUEFACTION SOLIDIFICATION OF GASES
    • F25D—REFRIGERATORS; COLD ROOMS; ICE-BOXES; COOLING OR FREEZING APPARATUS NOT OTHERWISE PROVIDED FOR
    • F25D2700/00—Means for sensing or measuring; Sensors therefor
    • F25D2700/02—Sensors detecting door opening
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F25—REFRIGERATION OR COOLING; COMBINED HEATING AND REFRIGERATION SYSTEMS; HEAT PUMP SYSTEMS; MANUFACTURE OR STORAGE OF ICE; LIQUEFACTION SOLIDIFICATION OF GASES
    • F25D—REFRIGERATORS; COLD ROOMS; ICE-BOXES; COOLING OR FREEZING APPARATUS NOT OTHERWISE PROVIDED FOR
    • F25D2700/00—Means for sensing or measuring; Sensors therefor
    • F25D2700/12—Sensors measuring the inside temperature
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F25—REFRIGERATION OR COOLING; COMBINED HEATING AND REFRIGERATION SYSTEMS; HEAT PUMP SYSTEMS; MANUFACTURE OR STORAGE OF ICE; LIQUEFACTION SOLIDIFICATION OF GASES
    • F25D—REFRIGERATORS; COLD ROOMS; ICE-BOXES; COOLING OR FREEZING APPARATUS NOT OTHERWISE PROVIDED FOR
    • F25D2700/00—Means for sensing or measuring; Sensors therefor
    • F25D2700/14—Sensors measuring the temperature outside the refrigerator or freezer
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L12/00—Data switching networks
    • H04L12/28—Data switching networks characterised by path configuration, e.g. LAN [Local Area Networks] or WAN [Wide Area Networks]
    • H04L12/2803—Home automation networks
    • H04L2012/2847—Home automation networks characterised by the type of home appliance used
    • H04L2012/285—Generic home appliances, e.g. refrigerators
KR1020180049353A 2018-04-27 2018-04-27 인공지능으로 이상 상태를 감지하는 장치 및 방법 KR102017087B1 (ko)

Priority Applications (6)

Application Number Priority Date Filing Date Title
KR1020180049353A KR102017087B1 (ko) 2018-04-27 2018-04-27 인공지능으로 이상 상태를 감지하는 장치 및 방법
EP19170845.2A EP3599437B1 (en) 2018-04-27 2019-04-24 Refrigerator and cloud server detecting abnormal state and method thereof
CN201910332389.2A CN110428262B (zh) 2018-04-27 2019-04-24 检测异常状态的装置及方法
ES19170845T ES2897210T3 (es) 2018-04-27 2019-04-24 Frigorífico y servidor en la nube que detectan un estado anormal y su método
US16/397,359 US11391510B2 (en) 2018-04-27 2019-04-29 Device of detecting abnormal state and method of detecting thereof
US17/861,514 US20220341659A1 (en) 2018-04-27 2022-07-11 Device of detecting abnormal state and method of detecting thereof

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
KR1020180049353A KR102017087B1 (ko) 2018-04-27 2018-04-27 인공지능으로 이상 상태를 감지하는 장치 및 방법

Publications (1)

Publication Number Publication Date
KR102017087B1 true KR102017087B1 (ko) 2019-10-21

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KR1020180049353A KR102017087B1 (ko) 2018-04-27 2018-04-27 인공지능으로 이상 상태를 감지하는 장치 및 방법

Country Status (5)

Country Link
US (2) US11391510B2 (es)
EP (1) EP3599437B1 (es)
KR (1) KR102017087B1 (es)
CN (1) CN110428262B (es)
ES (1) ES2897210T3 (es)

Cited By (4)

* Cited by examiner, † Cited by third party
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KR20210128750A (ko) 2020-04-17 2021-10-27 엘지전자 주식회사 서비스 제공 장치 및 서비스 제공 방법
KR102355816B1 (ko) * 2020-07-27 2022-02-07 한양대학교 산학협력단 인공지능 기반 필름형 센서의 이상상태 식별 시스템 및 그 방법
KR102389449B1 (ko) * 2021-07-23 2022-04-21 천상일 IoT 기술을 사용한 위치 기반의 냉장/냉동 설비 수리 매칭 시스템
US11783692B2 (en) 2021-08-31 2023-10-10 Samsung Electronics Co., Ltd. Electronic apparatus and controlling method thereof

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JP7294927B2 (ja) * 2019-07-23 2023-06-20 ファナック株式会社 相違点抽出装置
KR20190106944A (ko) * 2019-08-30 2019-09-18 엘지전자 주식회사 지능형 냉장고 및 그 제어 방법
CN111256429B (zh) * 2020-02-10 2021-06-22 青岛聚好联科技有限公司 一种确定冰箱工作异常的方法及装置
US20220364957A1 (en) * 2021-05-14 2022-11-17 Haier Us Appliance Solutions, Inc. System and method for cloud-based fault code diagnostics
CN113294895B (zh) * 2021-05-31 2023-03-31 青岛海信日立空调系统有限公司 一种云空调室外机、云多联空调室外机及其控制方法
US11906242B2 (en) 2021-12-02 2024-02-20 Haier Us Appliance Solutions, Inc. Systems and methods for adjusting appliance control settings
KR20230124333A (ko) * 2022-02-18 2023-08-25 엘지전자 주식회사 제빙 기능을 제공하는 장치를 진단하는 방법 및 서버

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Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR20210128750A (ko) 2020-04-17 2021-10-27 엘지전자 주식회사 서비스 제공 장치 및 서비스 제공 방법
EP3901882A1 (en) 2020-04-17 2021-10-27 LG Electronics Inc. Apparatus and method for providing service
KR102355816B1 (ko) * 2020-07-27 2022-02-07 한양대학교 산학협력단 인공지능 기반 필름형 센서의 이상상태 식별 시스템 및 그 방법
KR102389449B1 (ko) * 2021-07-23 2022-04-21 천상일 IoT 기술을 사용한 위치 기반의 냉장/냉동 설비 수리 매칭 시스템
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US11783692B2 (en) 2021-08-31 2023-10-10 Samsung Electronics Co., Ltd. Electronic apparatus and controlling method thereof

Also Published As

Publication number Publication date
CN110428262A (zh) 2019-11-08
CN110428262B (zh) 2023-05-02
EP3599437A1 (en) 2020-01-29
US20220341659A1 (en) 2022-10-27
US11391510B2 (en) 2022-07-19
US20190331409A1 (en) 2019-10-31
ES2897210T3 (es) 2022-02-28
EP3599437B1 (en) 2021-09-15

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